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Paper Citation Record · LEDGER

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

As of 19 August 2026, this Paper Citation Record lists 100 of 123 outbound references and 4 inbound Pith citation observations for arXiv:2506.06825.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06825 v1

Coverage vector

measured 100 of 123 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:53:50.419825Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:56:08.854828Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-14T22:08:04.540802Z

Reference resolution

100 of 123 outbound references displayed

  • verified exact0
  • verified fuzzy48
  • unresolved52
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c72ecd9a-5a7d-4d28-b28b-872238501c55 · outbound

This paper cites Detecting Fake News in Social Media Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting Fake News in Social Media Networks

Reference 1

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Observation d39a49e9-f4b7-4ff2-a2b9-ee6b1d485958 · outbound

This paper cites Third Person Effects of Fake News: Fake News Regulation and Media Liter- acy Interventions.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Third Person Effects of Fake News: Fake News Regulation and Media Liter- acy Interventions

Reference 2

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Observation d2e4df2e-bc19-4957-b98c-03b20337edfe · outbound

This paper cites False Information on Web and Social Media: A Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives False Information on Web and Social Media: A Survey

Reference 3

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Observation af38845c-76d7-4bc4-b09c-56d0a1bbf042 · outbound

This paper cites DeepFake Generation and Detection: A Benchmark and Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Generation and Detection: A Benchmark and Survey

Reference 4

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source=pdf_text observed=2026-08-07T05:53:35.679978Z digest=sha256:21a9e7675f1385862c680b1f882d36d259471f4aa8edbbb2098c8acba7821c19

Observation 94416390-5e6b-492e-8173-d79008f053f6 · outbound

This paper cites Digital Deception: Generative Artificial Intelligence in Social Engineer- ing and Phishing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Digital Deception: Generative Artificial Intelligence in Social Engineer- ing and Phishing

Reference 5

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source=pdf_text observed=2026-08-07T05:53:35.860238Z digest=sha256:a1df657c6c305e11717a7f795a6c58986d15e2918105e6cf88159e2c3f9bdcf7

Observation 95d47218-9bfd-46e5-b37c-4ec743d4c970 · outbound

This paper cites CEO of World’s Biggest Ad Firm Targeted by DeepFake Scam, 2024.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives CEO of World’s Biggest Ad Firm Targeted by DeepFake Scam, 2024

Reference 6

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source=pdf_text observed=2026-08-07T05:53:35.967747Z digest=sha256:2e72e97681f894f8c1584c1b5306149c1a2084c3e696a951a1544f19575553f5

Observation 54a3e2b3-ca98-4882-a246-8004a85fd96d · outbound

This paper cites Testing Human Ability to Detect ‘DeepFake’ Images of Human Faces.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Testing Human Ability to Detect ‘DeepFake’ Images of Human Faces

Reference 7

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source=pdf_text observed=2026-08-07T05:53:36.028612Z digest=sha256:7281e95103bf6c4cf2371ce2d48c76e6c44454268db57e092811e4dc1d034536

Observation 2cad2d27-f8ee-4f12-8a9c-f376bf3dc03b · outbound

This paper cites OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

Reference 8

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source=pdf_text observed=2026-08-07T05:53:36.074224Z digest=sha256:1c82047ea54f19f358e17e70ea0fc00c8897e154ea343dc6e0f90b4eaddd2226

Observation a904bbfa-d6e4-4f33-ab69-b930e411d392 · outbound

This paper cites To Believe or Not to Believe: Framing Analysis of Content and Audience Response of Top 10 DeepFake Videos on YouTube.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives To Believe or Not to Believe: Framing Analysis of Content and Audience Response of Top 10 DeepFake Videos on YouTube

Reference 9

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source=pdf_text observed=2026-08-07T05:53:36.197918Z digest=sha256:e731f33ca3cd7e06a871241b89422d3acbc569cc636af26e1d651b3214b2e2f6

Observation 24e91181-410c-49e2-a207-c861df96ce5e · outbound

This paper cites Deepfake Videos in the Wild: Analysis and Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deepfake Videos in the Wild: Analysis and Detection

Reference 10

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source=pdf_text observed=2026-08-07T05:53:36.294923Z digest=sha256:dd9e5b0edb35221f815a4b3e5cde5ae96c90cf357b2a9718ac78d114ab643124

Observation 7a997896-0e31-4aed-aed5-8e3a15f64e22 · outbound

This paper cites A Review of Image Processing Techniques for DeepFakes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Review of Image Processing Techniques for DeepFakes

Reference 11

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source=pdf_text observed=2026-08-07T05:53:36.395997Z digest=sha256:656e475b9bdc484733a4a28b691e107e51ba910b673235f36cde409801eac5e6

Observation bb849eb2-6bf6-4bc6-9ec9-7f2d74b51985 · outbound

This paper cites Zooming into Video Conferencing Privacy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Zooming into Video Conferencing Privacy

Reference 12

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source=pdf_text observed=2026-08-07T05:53:36.479929Z digest=sha256:3c37ca9365d59819381a5277c5a927a997cfc9c488c3cc5264d1441c2408a1fe

Observation 74c453e6-b2ab-44ed-aaf2-3e83189b1b0a · outbound

This paper cites DeepFakes, Misinformation and Disinformation and Authenticity Infrastructure Re- sponses: Impacts on Frontline Witnessing, Distant Witnessing, and Civic Journalism.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFakes, Misinformation and Disinformation and Authenticity Infrastructure Re- sponses: Impacts on Frontline Witnessing, Distant Witnessing, and Civic Journalism

Reference 13

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source=pdf_text observed=2026-08-07T05:53:36.584697Z digest=sha256:586d2f32c4cb90560b52b76f2794f2dcfe2387048a2e2b6bd94094dd323c17b6

Observation 7bf7b14e-c16f-4cfe-bc8a-b832b391784e · outbound

This paper cites Reliable Bio- metric Authentication with Privacy Protection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Reliable Bio- metric Authentication with Privacy Protection

Reference 14

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source=pdf_text observed=2026-08-07T05:53:36.696628Z digest=sha256:c530e3f3cc3577acd29e6c8790f006f680f3b903c450dcd0f71455b82484293f

Observation 249fb2b0-dd21-4f73-a48b-f2e2cd0bc717 · outbound

This paper cites Multi-Factor Authentication: A Survey.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multi-Factor Authentication: A Survey

Reference 15

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source=pdf_text observed=2026-08-07T05:53:36.730489Z digest=sha256:d26f80b715a24793c0b99c279c5c6ab5241847fe1d0d2b0ff6a1d4d491ed6f04

Observation b0d175ca-ad20-43c8-855a-69ceccd2c442 · outbound

This paper cites A Survey on Biomet- ric Authentication: Toward Secure and Privacy- Preserving Identification.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Survey on Biomet- ric Authentication: Toward Secure and Privacy- Preserving Identification

Reference 16

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source=pdf_text observed=2026-08-07T05:53:36.838805Z digest=sha256:baa9378bcc9efc3863f29607e594ff152ac2070ff395c6a60b111c00fd822c75

Observation f6d3d4ac-9e8f-4470-a271-c8240f8f9ede · outbound

This paper cites DeepFake Video Detection Using Recurrent Neural Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Video Detection Using Recurrent Neural Networks

Reference 17

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source=pdf_text observed=2026-08-07T05:53:36.926310Z digest=sha256:3c0aa8a43c6c3c089fc344d3d96178b1d3da7ed929c3fd0e5f7127a18451f147

Observation 5790c8dc-024e-4fe0-bd08-f5c0cc23785d · outbound

This paper cites DeepFake Detection through Deep Learning.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Detection through Deep Learning

Reference 18

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source=pdf_text observed=2026-08-07T05:53:36.984480Z digest=sha256:9fa1e30eb5c36b6268a7889fca72abf132324823d82896b6100c57cf6281a69e

Observation 99b9e4a6-b209-49a5-ab86-ee98728f8abd · outbound

This paper cites AI-Enabled Future Crime.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AI-Enabled Future Crime

Reference 19

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source=pdf_text observed=2026-08-07T05:53:37.084534Z digest=sha256:db8591da1ebc7199e824c3e1ac6771554fa84ff67b08a86f13bb665c2423f84f

Observation 67055219-7302-4342-8525-09d607f2ecea · outbound

This paper cites Deepfake Pri- vacy: Attitudes and Regulation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deepfake Pri- vacy: Attitudes and Regulation

Reference 20

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source=pdf_text observed=2026-08-07T05:53:37.239243Z digest=sha256:dcb2caa403474316b825372f0002942d2c5f5f09991dbba94c93fac79a100634

Observation 468e6f99-6f26-4ac8-90b0-5431dbbab564 · outbound

This paper cites DeepFake Disasters: A Comprehensive Re- view of Technology, Ethical Concerns, Countermea- sures, and Societal Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Disasters: A Comprehensive Re- view of Technology, Ethical Concerns, Countermea- sures, and Societal Implications

Reference 21

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source=pdf_text observed=2026-08-07T05:53:37.408182Z digest=sha256:b77ee98b1135a8d82ad309070dfc8100654ac6382f504c175572c73df379c768

Observation 75476c2e-aa2f-403f-8c75-44b0b90e704c · outbound

This paper cites Regulating Deep Fakes: 15 Identity Deepfake Threats to Biometric Authentication Systems A PREPRINT Legal and Ethical Considerations.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Regulating Deep Fakes: 15 Identity Deepfake Threats to Biometric Authentication Systems A PREPRINT Legal and Ethical Considerations

Reference 22

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source=pdf_text observed=2026-08-07T05:53:37.542566Z digest=sha256:5cd8d12747fed0030c7b25c92c52ab578248b70a40b437c264fed2704e76ad84

Observation 9a3f4896-50d0-4823-b9f0-ee0c3ecb4431 · outbound

This paper cites Decent DeepFakes? Professional Deepfake Developers’ Ethical Considerations and Their Governance Potential.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Decent DeepFakes? Professional Deepfake Developers’ Ethical Considerations and Their Governance Potential

Reference 23

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source=pdf_text observed=2026-08-07T05:53:37.627907Z digest=sha256:59c87e7497dc0f36520d9aa80f8e2a8188da64c5462f445aa13bad0dfd22a6e6

Observation d91cd71c-9bfb-4bb8-b53c-443084a02c78 · outbound

This paper cites The Mixed Methods Appraisal Tool (MMAT) Version 2018 for Information Professionals and Researchers.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Mixed Methods Appraisal Tool (MMAT) Version 2018 for Information Professionals and Researchers

Reference 24

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source=pdf_text observed=2026-08-07T05:53:37.736182Z digest=sha256:8e4d09d551c044d9ad890013805f5e4613452fbc3c740b53a2a9c1cb783428da

Observation 4307a5e0-4296-4ef3-945d-c404c400f318 · outbound

This paper cites Intelligence-Driven Computer Network Defense Informed by Analysis of Adversary Cam- paigns and Intrusion Kill Chains.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Intelligence-Driven Computer Network Defense Informed by Analysis of Adversary Cam- paigns and Intrusion Kill Chains

Reference 25

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source=pdf_text observed=2026-08-07T05:53:37.844475Z digest=sha256:fc4e0144eb2bd3178925604e663fd39a5e197b62e1cfa1be1eeb5150b67f3143

Observation 571d0106-ed65-4bd5-b86a-aaa775a81364 · outbound

This paper cites DeepFake Detection: Current Chal- lenges and Next Steps.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Detection: Current Chal- lenges and Next Steps

Reference 26

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source=pdf_text observed=2026-08-07T05:53:37.931366Z digest=sha256:199c5f5abc1b599c9ca90566500e33b8fe637fef5d039054f98bf10314f9f05b

Observation cdc52db3-d3c5-4cb3-a823-5ad492cf59ca · outbound

This paper cites Identity-Aware Variational Autoen- coder for Face Swapping.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Identity-Aware Variational Autoen- coder for Face Swapping

Reference 27

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source=pdf_text observed=2026-08-07T05:53:38.076928Z digest=sha256:ed9c633e9c31f4ea2e5c19ddd912a8a6f2757abc41a57b7a73f47a53a34a1a8d

Observation 50de4cef-602e-44c6-a854-502d9949c59d · outbound

This paper cites DeepVision: DeepFakes Detection Using Human Eye Blinking Pattern.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepVision: DeepFakes Detection Using Human Eye Blinking Pattern

Reference 28

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source=pdf_text observed=2026-08-07T05:53:38.184261Z digest=sha256:c50b3a2b74120a802030e9193353244ef9f25a72eaad5d51d9b0b7ae3648a16a

Observation 2e83556a-3a40-4cf8-bb02-0f5cb200f807 · outbound

This paper cites Head Pose Estimation Patterns as DeepFake Detectors.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Head Pose Estimation Patterns as DeepFake Detectors

Reference 29

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source=pdf_text observed=2026-08-07T05:53:38.304315Z digest=sha256:25f52e9de909fc382024d0f7a76e498b13178a6bf791f6bc71ec452e65d1b42e

Observation aac8feaa-b296-4424-8ffc-2c76faf28f6e · outbound

This paper cites Image Splicing Forgery Detection: A Review.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Image Splicing Forgery Detection: A Review

Reference 30

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source=pdf_text observed=2026-08-07T05:53:38.452237Z digest=sha256:96ea97ce5f344c11b5df3cf286aff0f0d6586f1101d0358b0b796dd6efa83d66

Observation 10280e5c-f045-47d5-9a8c-b5f5091ab646 · outbound

This paper cites Auto-Encoding Variational Bayes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Auto-Encoding Variational Bayes

Reference 31

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source=pdf_text observed=2026-08-07T05:53:38.585210Z digest=sha256:1957b33a330c3f8f3716fd30b9ee5c908ca06674646dc541b095a3dc17a11663

Observation b7887bb6-b37e-40a3-96e4-8579792244fd · outbound

This paper cites Analyz- ing and Improving the Image Quality of Stylegan.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Analyz- ing and Improving the Image Quality of Stylegan

Reference 32

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source=pdf_text observed=2026-08-07T05:53:38.746251Z digest=sha256:8697a4f5c0fae85bf0269d39535a41da987ab9fd3f999ee0be3b146314b7d56f

Observation 3e3e4e2f-28f6-4579-a10f-72eebb4ee3de · outbound

This paper cites Generative Adver- sarial Networks.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Generative Adver- sarial Networks

Reference 33

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source=pdf_text observed=2026-08-07T05:53:38.890713Z digest=sha256:ba673b7faccf523dabf1fa54af8d1d0c62fa5f9b781714fafef3a30b9f6a263a

Observation 6bdf8b05-6eb3-42cc-80ca-c1bcd9ab4322 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 34

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source=pdf_text observed=2026-08-07T05:53:38.931603Z digest=sha256:e50ea60474c71355b7ee81a71a9966513ccb1a49941b0174b809482759b29820

Observation 1d210b2d-97b2-4dac-ae9b-dcb7af626a66 · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 35

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source=pdf_text observed=2026-08-07T05:53:38.993515Z digest=sha256:5161ea59955ae06c59c03eb3e125dc9e5746838adad9c550d1492285ebb121bc

Observation c4810af5-9dae-49aa-b610-854ae827d721 · outbound

This paper cites Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation

Reference 36

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source=pdf_text observed=2026-08-07T05:53:39.155351Z digest=sha256:7c357a3b91822cdb91f536b657b68d68b30d08f67dc4b5c1c8f67ea4aeae2629

Observation b82bcdf6-2934-4c7b-9d20-a84946dfad9f · outbound

This paper cites Follow- Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Follow- Your-Emoji: Fine-Controllable and Expressive Freestyle Portrait Animation

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.320275Z digest=sha256:fde305edb1249a1aad9bdfcf54c28a0aa4f89e864f961290ad7c3fd2a205f663

Observation 1993abfd-41b0-44b8-a69f-7e8efbfc194a · outbound

This paper cites Multimodal Emotional Talking Face Generation based on Action Units.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multimodal Emotional Talking Face Generation based on Action Units

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.519449Z digest=sha256:00d492f28d666143d75afb6d0a8c4ee447c7cb72c02ae8b8b67a195681b4ff36

Observation 3fe932e4-6a9e-48de-bc28-5995004c3eb4 · outbound

This paper cites It’s Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives It’s Trying Too Hard To Look Real: Deepfake Moderation Mistakes and Identity-Based Bias

Reference 39

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.656806Z digest=sha256:2784b34e291467878fbfcb440266d8e7d9f15350e712a9d902527ba17407c987

Observation 557aed13-f628-4c58-ba83-519d2bcb644d · outbound

This paper cites DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models

Reference 40

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:39.932611Z digest=sha256:9074647b77d705e88932f7cea68f34e5312730d975a696c8771a10c094eb0915

Observation 1087cdc6-a309-41d2-a88c-189391051d87 · outbound

This paper cites Talking Face Generation by Adver- sarially Disentangled Audio-Visual Representation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Talking Face Generation by Adver- sarially Disentangled Audio-Visual Representation

Reference 41

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no resolver link, observed 2026-08-07T05:53:40.150468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.150468Z digest=sha256:ac2563c85086498d1457381663f3edb4af4e00d6035c992141bd195a35e3c5bf

Observation 648bfe6f-4379-4c04-89f4-f1bf151ab008 · outbound

This paper cites IA-FaceS: A Bidirectional Method for Semantic Face Editing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives IA-FaceS: A Bidirectional Method for Semantic Face Editing

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.339342Z digest=sha256:4b2cb6f144eeafa4f663bc7c2a58a1f17c8b723285955994088906fc775984da

Observation d104eec9-46f5-46a1-805c-f073346d2347 · outbound

This paper cites L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives L2M-GAN: Learning to Manipulate Latent Space Semantics for Facial Attribute Editing

Reference 43

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no resolver link, observed 2026-08-07T05:53:40.498891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.498891Z digest=sha256:055c22243a136b422c1099914d461adc150cd2fc65a92313b8f427e79a4d142d

Observation 226ab232-ea97-478c-bfbc-ffe799b64b24 · outbound

This paper cites DeepFake Crime: Trends, Threats and Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives DeepFake Crime: Trends, Threats and Implications

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.642266Z digest=sha256:bbc87af2481da8a6bc2cedae37a7c24d8a0fd435755cd9250f4f478607d74352

Observation d34c9868-1095-4530-aca4-e35a1f23176e · outbound

This paper cites Perspectives on DeepFakes for Pri- vacy: Comparing Perceptions of Photo Owners and Obfuscated Individuals towards DeepFake Versus Traditional Privacy-Enhancing Obfuscation.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Perspectives on DeepFakes for Pri- vacy: Comparing Perceptions of Photo Owners and Obfuscated Individuals towards DeepFake Versus Traditional Privacy-Enhancing Obfuscation

Reference 45

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no resolver link, observed 2026-08-07T05:53:40.799496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:40.799496Z digest=sha256:6e3a18467b05ebc34bfa428b443fdb04c869afb1b41f67c7d558957848ab3b75

Observation 9f07ce00-fb6f-4c09-99c2-971cb6c00eec · outbound

This paper cites Implicit Identity Driven Deepfake Face Swapping Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Implicit Identity Driven Deepfake Face Swapping Detection

Reference 46

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no resolver link, observed 2026-08-07T05:53:41.002012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.002012Z digest=sha256:a06100a3e982dc5fe8aaea761c4163eb1c2f264410a186fc732dde5bf22faeb9

Observation 56451fc6-8382-4a0d-8a0e-998d3f534002 · outbound

This paper cites Local Relation Learning for Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Local Relation Learning for Face Forgery Detection

Reference 47

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no resolver link, observed 2026-08-07T05:53:41.220249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.220249Z digest=sha256:b08d1c4eb8837d7795b2d1d5f6a3e777e08335b6dcfde9c036592b2aa8a8298d

Observation 125c5ac8-5340-4713-9de1-e277907bd311 · outbound

This paper cites UIA-ViT: Unsupervised Inconsistency- Aware Method based on Vision Transformer for Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives UIA-ViT: Unsupervised Inconsistency- Aware Method based on Vision Transformer for Face Forgery Detection

Reference 48

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unresolved
no resolver link, observed 2026-08-07T05:53:41.371348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.371348Z digest=sha256:a71c194ec703b2d375b74a13f67bf3d1a791af077f3e3bfcffee807a4e6d9af9

Observation 41ad6cfc-43d8-48ac-8328-bc1adc53522d · outbound

This paper cites Multi-Attentional Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Multi-Attentional Deepfake Detection

Reference 49

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no resolver link, observed 2026-08-07T05:53:41.529170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.529170Z digest=sha256:c29877f91a067cd211c5c8515045cf24cb1fab7ab5f6cb19b4bdd68f2f7b9963

Observation a48cf8f9-d5c8-4422-a7c4-a9f81725ccab · outbound

This paper cites Representa- tive Forgery Mining for Fake Face Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Representa- tive Forgery Mining for Fake Face Detection

Reference 50

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unresolved
no resolver link, observed 2026-08-07T05:53:41.700543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:41.700543Z digest=sha256:c271b5a48bb8c2f654aec22fdfff0c2990dbe12d8f8868ba483c1b4e51a7712c

Observation 74c45ce5-50ea-4748-91c2-5819fd00c6b4 · outbound

This paper cites AltFreezing for More General Video Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AltFreezing for More General Video Face Forgery Detection

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:13.271717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:41.906918Z digest=sha256:2d8a972aca2f15db2ab95ed4ae456af8e4d090c6b7d59dc052f0d74a5c32f4f6

Observation 49242d15-6935-4722-9d82-26a53af090ed · outbound

This paper cites TALL: Thumbnail Lay- out for Deepfake Video Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives TALL: Thumbnail Lay- out for Deepfake Video Detection

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:13.054300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.129582Z digest=sha256:7b0618f728d8e04e584f2716ed20ce3702ce43d8e2336216149580ea70080c0b

Observation 3fa7cd87-09c9-4b35-83ba-e5bcf093c6eb · outbound

This paper cites Exploring Temporal Coher- ence for More General Video Face Forgery Detec- tion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Exploring Temporal Coher- ence for More General Video Face Forgery Detec- tion

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.873875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.314052Z digest=sha256:e4702dfab80175ec1c40a78bd4fca0209af34478cac7cadb2c78f5f5bdee6b84

Observation 7cf5ab76-20c1-4192-97a4-cff46dad14a2 · outbound

This paper cites Learning Self- Consistency for Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Learning Self- Consistency for Deepfake Detection

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.692332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.480711Z digest=sha256:71ef74f4de17e1607fed517e3be9ddc27a212f152b5b1e48789ca88789a17e75

Observation 3066772a-ba73-4a4b-b4d1-eaef311cbdd7 · outbound

This paper cites Spatiotemporal Inconsistency Learning for Deep- fake Video Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Spatiotemporal Inconsistency Learning for Deep- fake Video Detection

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.514016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.684268Z digest=sha256:bf8b3da43cf450752bee6e7067261603e312fd83f131ec0f22ab319e2e55d30b

Observation 3a01dbfc-2876-4887-a7a3-a360383a7338 · outbound

This paper cites Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.366080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.839080Z digest=sha256:c5d929c53d20a7f63bf1237fa76fc3e6831fe1aed72a6c90da33b19f8dcf8074

Observation 61da03c0-183c-44d9-a6d8-7ed1b86fa763 · outbound

This paper cites Detecting Deepfakes with Self-Blended Images.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting Deepfakes with Self-Blended Images

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:12.175737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:42.987618Z digest=sha256:6fcd7a8683dae54ec9719ff7ea830d282848188fac6c01ff47ac26c5d1ff7048

Observation 1ed259a3-bdf9-41dc-b7e8-da3da20a70d3 · outbound

This paper cites Self-supervised Learning of Adversarial Example: Towards Good Generaliza- tions for Deepfake Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Self-supervised Learning of Adversarial Example: Towards Good Generaliza- tions for Deepfake Detection

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.971253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.130568Z digest=sha256:aef8f8d9ea7b7ae0bb831e2943e3f2d33c51103d99993537010a964507a9dce0

Observation 8bde36a4-d155-429d-b0d9-0d6b4f45c654 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Learning Transferable Visual Models From Natural Language Supervision

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.788692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.265700Z digest=sha256:a138267cda945edc0fde559e10726f8c66f44000af0098e5d4663ec743cdaabc

Observation b9e64375-1e14-41c4-ac2f-79c055f5e0a0 · outbound

This paper cites VideoMAE: Masked Autoencoders are Data- Efficient Learners for Self-Supervised Video Pre- Training.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives VideoMAE: Masked Autoencoders are Data- Efficient Learners for Self-Supervised Video Pre- Training

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.492205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.462367Z digest=sha256:ce5249ddc3211762a80fc1d3e1ea7ab483d2126a40eb84c09be6f64de9f7949d

Observation dab8eace-5bcb-4c15-a428-b11eb2e29644 · outbound

This paper cites Is Space-Time Attention All You Need for Video Understanding? In ICML, volume 2, page 4, 2021.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Is Space-Time Attention All You Need for Video Understanding? In ICML, volume 2, page 4, 2021

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:11.212960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.613136Z digest=sha256:7b76090b6d1858ae556d35e23da551f3ad74280426c34731c4f86eb78bbf9b6a

Observation a42e74d0-a2cc-4b36-9b34-47d3daf23f24 · outbound

This paper cites Detecting and Simulating Artifacts in GAN Fake Images.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Detecting and Simulating Artifacts in GAN Fake Images

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.964782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.760963Z digest=sha256:0e5973f2e8afdf58169150ed9e17d9ffbf2c5e98900d6a4b54c96cc4137018f7

Observation d3871f07-530e-4478-a7c1-9e0f10a2db74 · outbound

This paper cites Do GANs Leave Artificial Fingerprints? In Proceedings of the 2019 IEEE Con- ference on Multimedia Information Processing and Retrieval, pages 506–511, 2019.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Do GANs Leave Artificial Fingerprints? In Proceedings of the 2019 IEEE Con- ference on Multimedia Information Processing and Retrieval, pages 506–511, 2019

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.665959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:43.924436Z digest=sha256:60cdf8e790b79ecbdd247bbd46215f553eefc5f2b848e05836877b6afcc9da2d

Observation d08abf89-30a1-4c94-a4fe-1ad4bc6e1bf1 · outbound

This paper cites Attribut- ing Fake Images to GANs: Learning and Analyz- ing GAN Fingerprints.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Attribut- ing Fake Images to GANs: Learning and Analyz- ing GAN Fingerprints

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.441294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:44.141066Z digest=sha256:83ad1bea08d32bf4c56b4fbbdbadb03e834898edfcef72e1f30455858dcb469d

Observation 03bce7b7-3c7f-452f-859c-74b8bbdbcc5f · outbound

This paper cites Watch Your Up-Convolution: CNN Based Genera- tive Deep Neural Networks Are Failing to Repro- duce Spectral Distributions.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Watch Your Up-Convolution: CNN Based Genera- tive Deep Neural Networks Are Failing to Repro- duce Spectral Distributions

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:10.169684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:44.309912Z digest=sha256:413f4675b1ed7b7ceb5b46e3e4a8b66b60da00bcc582384006ee18649af9307c

Observation aef6293e-cc98-4864-92ce-e8beb0f91fb0 · outbound

This paper cites Proactive Image Manipulation Detec- tion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Proactive Image Manipulation Detec- tion

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.869209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:44.512114Z digest=sha256:76dce44af728adbd1cfa00a2153d2bce65315622e5dee9016c8234a58058ba0b

Observation fcfe70ce-09e0-4a35-a6ee-ed0ec52ba666 · outbound

This paper cites Proactive Deepfake Defence via Identity Watermarking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Proactive Deepfake Defence via Identity Watermarking

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.615102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:44.652840Z digest=sha256:7630da33c5ec6f64806272103e529a8e8cc7666fe49698cefae6a7a85c9fb04f

Observation 63506c1d-df8c-4c05-8378-a05b30de6dbf · outbound

This paper cites FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.406418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:44.825976Z digest=sha256:76520a8af66579d5d95647f20739b44f07ec9571d6a62536b7e151a626cf5422

Observation 82d2ac48-ac7e-4694-8203-65b1a7cfd769 · outbound

This paper cites Artificial Fingerprinting for Generative Models: Rooting DeepFake Attribution in Training Data.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Artificial Fingerprinting for Generative Models: Rooting DeepFake Attribution in Training Data

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:09.247354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.003077Z digest=sha256:975cbe0c042f78f3efa26591b0043256aa15736ccb890337712e8b8a80957f8c

Observation 79eb923f-63fe-46db-a426-1308f7cd1340 · outbound

This paper cites Generative AI and Deepfake Detection in Biometric Systems.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Generative AI and Deepfake Detection in Biometric Systems

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.995691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.145879Z digest=sha256:1eeff715a9b966ed05e7eb7750fadfd4bf4be91c9a21b4b2c75da37178082114

Observation b7b1b4fd-4631-45e8-87ee-cc8c087bd81e · outbound

This paper cites Exposing Deep Fakes Using Inconsistent Head Poses.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Exposing Deep Fakes Using Inconsistent Head Poses

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.741857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.302576Z digest=sha256:2c09ba9ff4e4803075723f5772accc5b665c0c6ee48c4c2bb468d7cf229f27af

Observation b7b2b4ba-0045-4bf1-9459-130b08ff1de3 · outbound

This paper cites Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.482263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.506670Z digest=sha256:d707ab3ab6b08fdfe2db2789785e0327a63204a5eadd4411aaa351fb891b561d

Observation 455dcc8d-0433-43e7-9afc-5c6150c717e2 · outbound

This paper cites Preventing DeepFake Attacks on Speaker Authentication by Dynamic Lip Move- ment Analysis.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Preventing DeepFake Attacks on Speaker Authentication by Dynamic Lip Move- ment Analysis

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.210978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.667683Z digest=sha256:29fc6809e41d38a17764fb55a28e1f11bdd1b46b6652186c665fda354ae94866

Observation 7911e23a-9656-454b-9652-67d088bef9e6 · outbound

This paper cites In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:08.006826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:45.826369Z digest=sha256:4416fa8a06d7115594f3a2a0bba313a48054ea0e995efd9f04923fce44cdddf6

Observation 2d11e1ad-1222-444f-890b-6dfeed649253 · outbound

This paper cites Biometric Recognition: Security and Privacy Con- cerns.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Biometric Recognition: Security and Privacy Con- cerns

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.849994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.090514Z digest=sha256:5c1ddde62f715203a1ab56bdb485f6b972137f1ff1e3b4e44e823e5b42da1544

Observation a971fc57-d8ca-4265-9754-f2817234e76f · outbound

This paper cites Public Attitudes Towards the Use of Automatic Facial Recognition Technology in Criminal Justice Systems Around the World.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Public Attitudes Towards the Use of Automatic Facial Recognition Technology in Criminal Justice Systems Around the World

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.708056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.260253Z digest=sha256:760dc06fbc3d62c1cfe3771d22af40e936c751651db502574cc6b4fd8c8cd61f

Observation 7a5e200e-9329-4242-9e71-1baa01b2985a · outbound

This paper cites A First Look into Users’ Percep- tions of Facial Recognition in the Physical World.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A First Look into Users’ Percep- tions of Facial Recognition in the Physical World

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.584202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.452443Z digest=sha256:5e816e142e12b0ecf2b9d67490b16db20b1a195cfd3617650f4ffe50c8691b68

Observation 2b5279f3-24dd-44d9-a849-3497a74a24d4 · outbound

This paper cites Political Communication in the Age of Artificial Intelligence: an Overview of Deep- fakes and Their Implications.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Political Communication in the Age of Artificial Intelligence: an Overview of Deep- fakes and Their Implications

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.435537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.602817Z digest=sha256:34101889c55ddd3385403149e036f6c41d23b21f7028360bfc8a1ae463d270ca

Observation 137bd5be-00c3-49f2-b838-9e285258127a · outbound

This paper cites Understanding the Impact of AI- Generated Deepfakes on Public Opinion, Political Discourse, and Personal Security in Social Media.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding the Impact of AI- Generated Deepfakes on Public Opinion, Political Discourse, and Personal Security in Social Media

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.274798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.764052Z digest=sha256:cf41167d8ffa0711ef9f2bcfb7ced13cab5260b37ca3c7697aa67ed0493c2845

Observation 0adc0910-3d04-46cf-a65e-3833982e1e43 · outbound

This paper cites Understanding and Empowering Intelligence Analysts: User-Centered Design for Deepfake Detection Tools.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding and Empowering Intelligence Analysts: User-Centered Design for Deepfake Detection Tools

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:07.103078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:46.916530Z digest=sha256:84dd512fded79512cdeb23fdc6065453219768e47763164d74a28c58ab88768b

Observation ef0a657c-059b-4d4e-a6ce-df74fe83d067 · outbound

This paper cites A Repre- sentative Study on Human Detection of Artificially Generated Media across Countries.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives A Repre- sentative Study on Human Detection of Artificially Generated Media across Countries

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.944273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.277727Z digest=sha256:589005f8556b69b3397ba88fe01b1ac179ba2750e1694f96830d009f22daddd8

Observation 9d7bc31e-6fa6-4259-aff6-fb1a54fcaf55 · outbound

This paper cites an unresolved cited work.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:54:06.735095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.386568Z digest=sha256:3e576d46f705ea3ca4dcdb569fa6b27c8a6bef68292b9b1a0961e27e59015742

Observation b5427108-78df-41db-b4a8-adadd17e8cd1 · outbound

This paper cites AI- Synthesized Faces are Indistinguishable from Real Faces and More Trustworthy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives AI- Synthesized Faces are Indistinguishable from Real Faces and More Trustworthy

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.451821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.535424Z digest=sha256:e77e029f21d2224bf109d6fcdbb8ca8c3b8da39272e86cc14523a1a41c24ffef

Observation 30d07edf-2f9d-4e00-b92f-566aa4ea2b15 · outbound

This paper cites Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Deep Fakes: A Looming Challenge for Privacy, Democracy, and National Security

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.230406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.682196Z digest=sha256:1b7921f43e8dd95902d7acb7975fa05cc26a7488cf8b1d6eaff0684d5b638d7e

Observation 2b8ce666-57d2-4132-9fb4-ae07cacef236 · outbound

This paper cites De- termining Authenticity of Video Evidence in the Age of Artificial Intelligence and Deepfakes.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives De- termining Authenticity of Video Evidence in the Age of Artificial Intelligence and Deepfakes

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:06.047044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.838380Z digest=sha256:ec96c1811bb2d53d53e286103e10b8fd4fc5598bece266939c2b51e4719e7a99

Observation 49c156b9-879f-4b3e-9fe9-9bc1c6f01cc3 · outbound

This paper cites The Emergence of DeepFake Technology: A Review.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Emergence of DeepFake Technology: A Review

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.885167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:47.983358Z digest=sha256:2c9e1a373303e1f84d74bc0c7ae65a767b22f72b7cda8838b695f4351c71413e

Observation 3d28fe4a-8ec6-497c-b806-f1da62ea6e90 · outbound

This paper cites Confronting Deepfakes: A Social and Technical Perspective.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Confronting Deepfakes: A Social and Technical Perspective

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.739199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:48.204334Z digest=sha256:e4f2d40e06a3cc3b70ad7b5f6063ae198de5aec7b511c8fb926f608243ce0797

Observation fec958f3-d039-462e-95b5-e934b37b7144 · outbound

This paper cites How Many Interviews Are Enough? An Experiment with Data Saturation and Variability.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives How Many Interviews Are Enough? An Experiment with Data Saturation and Variability

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.428380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:48.414148Z digest=sha256:b9f114c079c13c14a47d624ff27ccd310bc0d307fff9d0be1810b06dcf78a6f4

Observation 5b3f865b-de5b-49e3-978a-eb0294d0fd91 · outbound

This paper cites Snowball Sampling.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Snowball Sampling

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:05.128532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:48.635213Z digest=sha256:ab96ead947a98214f28d665316491656552332d531190fda1e9e332820839121

Observation d16c4fa4-68ed-4be8-bd7f-b3d17d761e4f · outbound

This paper cites VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-07T05:53:48.781882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:53:48.781882Z digest=sha256:a717a778dede828809954817af364faf4b65035b8cd64721991436c858fab090

Observation 87fe5aa7-db0d-4eec-978c-3de92ab455aa · outbound

This paper cites Using Thematic Analysis in Psychology.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Using Thematic Analysis in Psychology

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.771123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:48.952578Z digest=sha256:112714d8d9440f7039d55e7bb606205132f7272c5676c6aff96d9048bb1670a2

Observation 60f8e262-926c-4216-bd31-a7fb753f69a1 · outbound

This paper cites Victim-Offender Overlap: The Identity Transformations Experienced by Trafficked Chinese Workers Escaping from Pig-Butchering Scam Syndicate.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Victim-Offender Overlap: The Identity Transformations Experienced by Trafficked Chinese Workers Escaping from Pig-Butchering Scam Syndicate

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.381279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.122435Z digest=sha256:c9b75427ee8103a894f402742f663dd3766b8266c1989439b1774368647c3d91

Observation 5083d6bd-ee53-4564-bd37-cbfd8620fa89 · outbound

This paper cites The Malicious Use of AI- based Deepfake Technology as the New Threat to Psychological Security and Political Stability.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives The Malicious Use of AI- based Deepfake Technology as the New Threat to Psychological Security and Political Stability

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:04.008093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.286137Z digest=sha256:af1e0c90f75dad775eb895adffa7a2a5ff0864f24ae75b04c94fc3455f40981c

Observation 80e54c97-0381-422d-add7-946c0e13e9a3 · outbound

This paper cites Privacy by Design: The Seven Foundational Principles.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Privacy by Design: The Seven Foundational Principles

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:03.623042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.428088Z digest=sha256:34c07e444325766956b43d57276acd6166e88d42852b1c1f2389d4e549ac8d67

Observation b45e468c-986e-4628-85ad-5665dc8e6ad2 · outbound

This paper cites Developing and Validating Trust Measures for E-Commerce: An Integrative Typol- ogy.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Developing and Validating Trust Measures for E-Commerce: An Integrative Typol- ogy

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:03.259240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.612539Z digest=sha256:d31eed48f3837cbc8043fc7754b02d658a12d0dc6847c3224bd3c84f4f8824b3

Observation d4df47ec-e394-4294-9f98-701b16f06b95 · outbound

This paper cites Comprehensive Sur- vey: Biometric User Authentication Application, Evaluation, and Discussion.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Comprehensive Sur- vey: Biometric User Authentication Application, Evaluation, and Discussion

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.966560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.773927Z digest=sha256:1ac35647552c6b58d152190469dfe93b35dcf48744d3ab74e5a55e6263e35a21

Observation c71d339f-ea56-4f17-80b0-962a4b52e39a · outbound

This paper cites Understanding User Perception of Biometric Privacy in the Era of Generative AI.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Understanding User Perception of Biometric Privacy in the Era of Generative AI

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.635008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:49.963537Z digest=sha256:86ff66022a044d9531b335ff853550540167c5e2cd5e697767317213bc0eba13

Observation 5f9215ca-8481-4eca-abce-d7dc71656c80 · outbound

This paper cites How do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives How do Users Perceive Deepfake Personas? Investigating the Deepfake User Perception and Its Implications for Human-Computer Interaction

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.349877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:50.133914Z digest=sha256:8693fdfa0d0342c3064a911f2b34a71a5e98b9c75e3d72f6e704b99f018aad03

Observation ffe0fe88-9c05-47ad-bf2e-3c5aba0533c2 · outbound

This paper cites Facial Micro-Expressions as a Soft Biometric for Person Recognition.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives Facial Micro-Expressions as a Soft Biometric for Person Recognition

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:02.105801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:50.263525Z digest=sha256:2f5eed8ae14faaed76f4468ca3d1ab5d95cdebc48c44b4f2762b3b9577c70041

Observation 615e11be-c66c-4ab2-bb3b-3b15d7f74b06 · outbound

This paper cites An End-to-End Review of Gaze Estima- tion and Its Interactive Applications on Handheld Mobile Devices.

Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives An End-to-End Review of Gaze Estima- tion and Its Interactive Applications on Handheld Mobile Devices

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:54:01.873535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T05:53:50.419825Z digest=sha256:a1ebd5db72c15af8acf5e86ce84c18e3fe71a8badf6aac929b36e7ef1d5d02be

Pith citing papers

Observation 624960cd-d8fc-4562-9bdf-7978fbe02622 · inbound

TinyGaze: Lightweight Gaze-Gesture Recognition on Commodity Mobile Devices cites this paper.

TinyGaze: Lightweight Gaze-Gesture Recognition on Commodity Mobile Devices Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:08:04.543454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T22:04:19.877571Z digest=sha256:473719e61f55b8362fce9b69755932e364fbca57866d89b4f3923779d45f0b2d

Observation bab44410-2dc8-4c21-85bb-c425047e0e9d · inbound

GazeCode: Recall-Based Verification for Higher-Quality In-the-Wild Mobile Gaze Data Collection cites this paper.

GazeCode: Recall-Based Verification for Higher-Quality In-the-Wild Mobile Gaze Data Collection Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:58:02.960177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T21:56:51.807386Z digest=sha256:4aa20877dd00df674b592dd6bad33a327c292c42a7045f60d135e8c78de0254c

Observation 04ee0cb0-0684-44be-b989-6e6a214c224c · inbound

GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content cites this paper.

GazeSync: A Mobile Eye-Tracking Tool for Analyzing Visual Attention on Dynamically Manipulated Content Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:03:03.182206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T22:00:07.566456Z digest=sha256:3b6590d3fef85a39c299074239279ca8503baf9ef3918bbeb5931aa9fefbe33b

Observation 4552569e-1733-40c3-a0ae-67b2eaa0cb88 · inbound

Factor-Informed Uncertainty Distillation for Gaze Estimation cites this paper.

Factor-Informed Uncertainty Distillation for Gaze Estimation Identity Deepfake Threats to Biometric Authentication Systems: Public and Expert Perspectives

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-01T10:56:08.854828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T10:56:08.854828Z digest=sha256:6cf77e2baaa9ae07af7d8949f747a8c9ea058246a8538356f914715c8837cc46